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@Tschucker
Created March 21, 2021 02:22
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Color Scope plots using python and jupyter notebooks
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Python Color Scopes"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"#import libraries\n",
"import cv2\n",
"import numpy as np\n",
"from matplotlib import pyplot as plt\n",
"import time"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Load Image"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"#load images\n",
"img_path = 'hawaii29.jpg'\n",
"#color version\n",
"cimg = cv2.imread(img_path)\n",
"#grey scale image\n",
"img = cv2.imread(img_path,0)\n",
"\n",
"plt_image = cv2.cvtColor(cimg, cv2.COLOR_BGR2RGB)\n",
"plt.imshow(plt_image)\n",
"plt.title('Image'), plt.xticks([]), plt.yticks([])\n",
"plt.show()\n",
"\n",
"plt.imshow(img, 'gray')\n",
"plt.title('Gray Scale'), plt.xticks([]), plt.yticks([])\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Calculate Image Parameters"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The image is segmented by a dividing factor to make the processing faster on high resolution images."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"img_height = img.shape[0]\n",
"img_width = img.shape[1]\n",
"div = 8\n",
"scope_len = int(img_width/div)\n",
"bw_color_scope = np.zeros((256, scope_len+1), dtype=int)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Black and White Scope"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The basic algorithm is done by looping over the values of the image and mapping them to the scope plot one by one. This is really slow and is not practicle. So a faster algorithm is needed. I have left it in the notebook to help the reader understand conceptually how color scopes are built."
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"#Slow Algorithm\n",
"\n",
"# start = time.time()\n",
"# for w in range(img_width):\n",
"# for h in range(img_height):\n",
"# pix_val = -(img[h][w]-255)\n",
"# if bw_color_scope[pix_val][int(w/div)] != 255:\n",
"# bw_color_scope[pix_val][int(w/div)] = bw_color_scope[pix_val][int(w/div)] + 1\n",
"# end = time.time()\n",
"# print(end - start)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The faster algorithm takes advantage of the numpy matrix processing by slicing the image into sections and performing a unique value and count extraction. These an be then used as the vertical index and pixel intensity respectivly."
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"#Fast Algorithm\n",
"\n",
"#start = time.time()\n",
"for l in range(scope_len):\n",
" vals, cnts = np.unique(img[:,l*div:(l+1)*div], return_counts=True)\n",
" for i in range(len(vals)):\n",
" if cnts[i] < 255:\n",
" bw_color_scope[-(vals[i]-255)][l] = cnts[i]\n",
" else:\n",
" bw_color_scope[-(vals[i]-255)][l] = 255\n",
"#end = time.time()\n",
"#print(end - start)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Plot the Black and White color scope"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"cv2.imwrite('BW_Color_Scope.png', bw_color_scope) \n",
"plt.imshow(bw_color_scope, 'gray')\n",
"plt.title('Black and White Color Scope'), plt.xticks([]), plt.yticks([])\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Blue Green Red Color Channel Scopes"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"#Split the color image into separate channels\n",
"b, g, r = cv2.split(cimg)\n",
"\n",
"#create scope matricies\n",
"b_color_scope = np.zeros((256, scope_len+1), dtype=int)\n",
"g_color_scope = np.zeros((256, scope_len+1), dtype=int)\n",
"r_color_scope = np.zeros((256, scope_len+1), dtype=int)\n",
"background = np.zeros((256, scope_len+1), dtype=int)\n",
"\n",
"#perform algorithm on each split channel\n",
"for l in range(scope_len):\n",
" vals, cnts = np.unique(b[:,l*div:(l+1)*div], return_counts=True)\n",
" for i in range(len(vals)):\n",
" if cnts[i] < 255:\n",
" b_color_scope[-(vals[i]-255)][l] = cnts[i]\n",
" else:\n",
" b_color_scope[-(vals[i]-255)][l] = 255\n",
" \n",
"for l in range(scope_len):\n",
" vals, cnts = np.unique(g[:,l*div:(l+1)*div], return_counts=True)\n",
" for i in range(len(vals)):\n",
" if cnts[i] < 255:\n",
" g_color_scope[-(vals[i]-255)][l] = cnts[i]\n",
" else:\n",
" g_color_scope[-(vals[i]-255)][l] = 255\n",
" \n",
"for l in range(scope_len):\n",
" vals, cnts = np.unique(r[:,l*div:(l+1)*div], return_counts=True)\n",
" for i in range(len(vals)):\n",
" if cnts[i] < 255:\n",
" r_color_scope[-(vals[i]-255)][l] = cnts[i]\n",
" else:\n",
" r_color_scope[-(vals[i]-255)][l] = 255"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Plot the blue color channel as blue by merging the single matrix with all all zeroed channels"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"b_show_color_scope = cv2.merge((b_color_scope, background, background))\n",
"cv2.imwrite('B_Color_Scope.png', b_show_color_scope)\n",
"\n",
"#blue is last for matplotlib\n",
"b_plt_color_scope = cv2.merge((background, background, b_color_scope))\n",
"plt.imshow(b_plt_color_scope)\n",
"plt.title('Blue Color Scope'), plt.xticks([]), plt.yticks([])\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Plot the green color channel as blue by merging the single matrix with all all zeroed channels"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"g_show_color_scope = cv2.merge((background, g_color_scope, background))\n",
"cv2.imwrite('G_Color_Scope.png', g_show_color_scope)\n",
"\n",
"#green is in the middle\n",
"plt.imshow(g_show_color_scope)\n",
"plt.title('Green Color Scope'), plt.xticks([]), plt.yticks([])\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Plot the red color channel as blue by merging the single matrix with all all zeroed channels"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"r_show_color_scope = cv2.merge((background, background, r_color_scope))\n",
"cv2.imwrite('R_Color_Scope.png', r_show_color_scope)\n",
"\n",
"#red is first for matplotlib\n",
"r_plt_color_scope = cv2.merge((r_color_scope, background, background))\n",
"plt.imshow(r_plt_color_scope)\n",
"plt.title('Red Color Scope'), plt.xticks([]), plt.yticks([])\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Combine the separate channel scopes into a merged waveform"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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